google-scholar-labs-ajg-mcp
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
Instructions
Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.
This server publishes no instructions, or was last inspected before Glama recorded them.
Capabilities
Features and capabilities supported by this server
Protocol revision2025-11-25
| Capability | Details |
|---|---|
| tools | {} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| scholar_labs_searchA | Search Google Scholar Labs through a logged-in CloakBrowser session and filter results strictly against the AJG (Academic Journal Guide) 2024 rankings. Returns all qualifying papers (default ABS2+: 2, 3, 4, 4*) and detailed exclusion records for unmatchable or sub-threshold candidates. Supports manual handoff if CAPTCHA or Google login is required. |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
TDQS
Scored across 1 tool
With only a single tool, there is no possible confusion between competing choices. The tool's purpose is clear and distinct by default.
The name `scholar_labs_search` follows a consistent domain/action pattern. With only one tool, there are no naming conflicts or inconsistencies to evaluate.
A single tool is at the low end of the typical range, but it provides a comprehensive search-and-filter operation for a narrowly scoped server. It is slightly under the usual 3-15 tools yet reasonable for this focused purpose.
The tool covers the full search workflow including AJG filtering, exclusion records, and authentication/CAPTCHA handoff. Within the stated domain of AJG-filtered Google Scholar search, there are no obvious missing operations.